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04/03/2023
Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation
Recently, source-free unsupervised domain adaptation (SFUDA) has emerged...
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03/25/2023
Deep Active Learning with Contrastive Learning Under Realistic Data Pool Assumptions
Active learning aims to identify the most informative data from an unlab...
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12/01/2021
A Unified Benchmark for the Unknown Detection Capability of Deep Neural Networks
Deep neural networks have achieved outstanding performance over various ...
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07/03/2020